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9783030583361: Query Understanding for Search Engines

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ISBN 10 : 3030583368 ISBN 13 : 9783030583361

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1. An Introduction to Query Understanding.- 2. Query Classification.- 3. Query Segmentation and Tagging.- 4. Query Intent Understanding.- 5. Query Spelling Correction.- 6. Query Rewriting.- 7. Query Auto-Completion.- 8. Query Suggestion.- 9. Future Directions of Query Understanding.

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� propos de l?auteur

Yi Chang is the Dean of the School of Artificial Intelligence, Jilin University, China. Prior to this, he was Technical Vice President at Huawei Research America, and Research Director at Yahoo Research. His research interests include information retrieval, data mining, machine learning, natural language processing, and artificial intelligence. He has published more than 100 papers on premium conferences or journals, and was elected as an ACM Distinguished Scientist in 2018 for his contributions to intelligent algorithms for search engines.
Hongbo Deng is Senior Staff Engineer and Director in the Search and Recommendation Business Unit at Alibaba Group. Before that, he was a senior software engineer at Google, and a senior research scientist at Yahoo! Labs. His research interests include information retrieval, web search, data mining, recommendation system, natural language processing. He won the Best Paper Award in SIGKDD 2016, and the Vannevar Bush Best Paper Award in JCDL 2012. He is a senior member of ACM.

Les informations fournies dans la section � A propos du livre � peuvent faire r�f�rence � une autre �dition de ce titre.

�diteur: Springer
Date d'�dition: 2021
Langue: anglais
ISBN 10: 3030583368
ISBN 13: 9783030583361
Reliure: Broch�
Nombre de pages: 236
�diteur: Chang Yi, Deng Hongbo
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Query Understanding for Search Engines (eng)

Deng, Hongbo

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents techniques of query understanding and reformulation for search engines, including query classification, query tagging, query suggestion, query auto completion, and spelling correctionProvides extensive experimental results on various quer. N� de r�f. du vendeur 525691862

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Query Understanding for Search Engines

Hongbo Deng

Edit� par Springer International Publishing, Springer Nature Switzerland Dez 2021, 2021

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book presents a systematic study of practices and theories for query understanding of search engines. These studies can be categorized into three major classes. The first class is to figure out what the searcher wants by extracting semantic meaning from the searcher's keywords, such as query classification, query tagging, and query intent understanding. The second class is to analyze search queries and then translate them into an enhanced query that can produce better search results, such as query spelling correction or query rewriting. The third class is to assist users in refining or suggesting queries in order to reduce users' search effort and satisfy their information needs, such as query auto-completion and query suggestion.Query understanding is a fundamental part of search engines. It is responsible to precisely infer the intent of the query formulated by the search user, to correct spelling errors in his/her query, to reformulate the query to capture its intent more accurately, and to guide the user in formulating a query with precise intent.The book will be invaluable to researchers and graduate students in computer or information science and specializing in information retrieval or web-based systems, as well as to researchers and programmers working on the development or improvement of products related to search engines. 236 pp. Englisch. N� de r�f. du vendeur 9783030583361

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Query Understanding for Search Engines

Yi Chang (u. a.)

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Query Understanding for Search Engines

Yi Chang

Edit� par Springer, Palgrave Macmillan Dez 2021, 2021

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Taschenbuch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -Query understanding is a fundamental part of search engines. It is responsible to precisely infer the intent of the query formulated by the search user, to correct spelling errors in his/her query, to reformulate the query to capture its intent more accurately, and to guide the user in formulating a query with precise intent.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 236 pp. Englisch. N� de r�f. du vendeur 9783030583361

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Query Understanding for Search Engines

Hongbo Deng

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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This book presents a systematic study of practices and theories for query understanding of search engines. These studies can be categorized into three major classes. The first class is to figure out what the searcher wants by extracting semantic meaning from the searcher's keywords, such as query classification, query tagging, and query intent understanding. The second class is to analyze search queries and then translate them into an enhanced query that can produce better search results, such as query spelling correction or query rewriting. The third class is to assist users in refining or suggesting queries in order to reduce users' search effort and satisfy their information needs, such as query auto-completion and query suggestion.Query understanding is a fundamental part of search engines. It is responsible to precisely infer the intent of the query formulated by the search user, to correct spelling errors in his/her query, to reformulate the query to capture its intent more accurately, and to guide the user in formulating a query with precise intent.The book will be invaluable to researchers and graduate students in computer or information science and specializing in information retrieval or web-based systems, as well as to researchers and programmers working on the development or improvement of products related to search engines. N� de r�f. du vendeur 9783030583361

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